Triple

T15499391
Position Surface form Disambiguated ID Type / Status
Subject Beaufort West E378909 entity
Predicate districtMunicipality P852 FINISHED
Object Central Karoo District Municipality E987411 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Central Karoo District Municipality | Statement: [Beaufort West, districtMunicipality, Central Karoo District Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Central Karoo District Municipality
Context triple: [Beaufort West, districtMunicipality, Central Karoo District Municipality]
  • A. Central Karoo District Municipality chosen
    Central Karoo District Municipality is a sparsely populated local government region in the semi-arid Karoo heartland of South Africa’s Western Cape, known for its vast open landscapes and sheep farming.
  • B. Namakwa District Municipality
    Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
  • C. Amathole District Municipality
    Amathole District Municipality is a local government district in South Africa’s Eastern Cape province, encompassing both inland rural areas and parts of the scenic southeastern coastline.
  • D. Amajuba District Municipality
    Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
  • E. Oudtshoorn Local Municipality
    Oudtshoorn Local Municipality is a local government area in South Africa’s Western Cape province that administers the town of Oudtshoorn and its surrounding communities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcb4e8c81908e4ab463e3ae252b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c4303888190a93830ef534715ae completed May 10, 2026, 8:05 a.m.
Created at: April 10, 2026, 3:54 a.m.